{"id":"W2783931763","doi":"10.1111/resp.13246","title":"Respiratory symptoms and small airway dysfunction in current and former smokers without spirometric COPD","year":2018,"lang":"en","type":"letter","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; COPD; Respiratory system; Airway; Spirometry; Small airways; Intensive care medicine; Physical therapy; Internal medicine; Asthma; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006654803,0.0003671052,0.0006449758,0.0009582366,0.001464032,0.0008569583,0.0006921063,0.007827953,0.005005183],"category_scores_gemma":[0.00445807,0.0003487454,0.0005690497,0.000738385,0.0008480953,0.001297489,0.0005171647,0.003110101,0.0008238963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065649,"about_ca_system_score_gemma":0.000604463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473919,"about_ca_topic_score_gemma":0.009671696,"domain_scores_codex":[0.9993691,0.0001857824,0.00007192756,0.00009423383,0.0001043698,0.000174584],"domain_scores_gemma":[0.9985983,0.0006344946,0.0001162828,0.00004256441,0.0001368013,0.0004716371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401747,0.0007778796,0.6999516,0.0001324924,0.00008343437,0.2169805,0.001607648,0.0001337587,0.001046848,0.001527101,0.05795517,0.01840184],"study_design_scores_gemma":[0.0003828004,0.0009563082,0.7656923,0.000422648,0.0001486008,0.1945347,0.006688828,0.001101322,0.000215752,0.003607628,0.0261551,0.00009399546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6638184,0.007491424,0.0002327651,0.2712266,0.00619662,0.0001043174,0.0006463359,0.00004748092,0.05023604],"genre_scores_gemma":[0.9147502,0.002616546,0.0002149397,0.06128737,0.01322315,0.00006031351,0.0002622237,0.00001699502,0.007568285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007827953,"threshold_uncertainty_score":0.01674402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317087175905757,"score_gpt":0.3044567761287127,"score_spread":0.272748058538137,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}